This study is a prospective, single center cohort study. By combining pathological examination of carotid atherosclerotic plaque with preoperative imaging examination, we explore the imaging characteristics of high-risk carotid plaque, and explore the effectiveness and safety of different surgical methods (CAS and CEA) for high-risk plaque patients with carotid stenosis.